awesome-spectral-indices

Spectral indices catalog

A curated collection of spectral indices for remote sensing applications.

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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Language: Python
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awesome-ee-spectral-indices.readthedocs.io/

Used by / JavaScript
spectral 179 12 months ago : Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor)

Used by / Python
eemont 420 12 months ago : A Python package that extends Google Earth Engine
eeExtra 63 12 months ago : A Python package that unifies the Google Earth Engine ecosystem
Espectro 22 about 1 year ago : The Awesome Spectral Indices Streamlit App
spyndex 193 about 1 year ago : Awesome Spectral Indices in Python

Used by / Julia
SpectralIndices.jl 19 about 1 year ago : Awesome Spectral Indices in Julia

Used by / R
rgeeExtra 42 about 2 years ago : High-level functions to process spatial and simple Earth Engine objects

Spectral Indices by Application Domain / Vegetation
AFRI1600 : Aerosol Free Vegetation Index (1600 nm)
AFRI2100 : Aerosol Free Vegetation Index (2100 nm)
ARI : Anthocyanin Reflectance Index
ARI2 : Anthocyanin Reflectance Index 2
ARVI : Atmospherically Resistant Vegetation Index
ATSAVI : Adjusted Transformed Soil-Adjusted Vegetation Index
AVI : Advanced Vegetation Index
BCC : Blue Chromatic Coordinate
BNDVI : Blue Normalized Difference Vegetation Index
BWDRVI : Blue Wide Dynamic Range Vegetation Index
bNIRv : Blue Near-Infrared Reflectance of Vegetation
CCI : Chlorophyll Carotenoid Index
CIG : Chlorophyll Index Green
CIRE : Chlorophyll Index Red Edge
CRI550 : Carotenoid Reflectance Index using 550 nm
CRI700 : Carotenoid Reflectance Index using 700 nm
CVI : Chlorophyll Vegetation Index
DSI : Drought Stress Index
DSWI1 : Disease-Water Stress Index 1
DSWI2 : Disease-Water Stress Index 2
DSWI3 : Disease-Water Stress Index 3
DSWI4 : Disease-Water Stress Index 4
DSWI5 : Disease-Water Stress Index 5
DVI : Difference Vegetation Index
DVIplus : Difference Vegetation Index Plus
EBI : Enhanced Bloom Index
ENDVI : Enhanced Normalized Difference Vegetation Index
EVI : Enhanced Vegetation Index
EVI2 : Two-Band Enhanced Vegetation Index
EVIv : Enhanced Vegetation Index of Vegetation
ExG : Excess Green Index
ExGR : ExG - ExR Vegetation Index
ExR : Excess Red Index
FCVI : Fluorescence Correction Vegetation Index
GARI : Green Atmospherically Resistant Vegetation Index
GBNDVI : Green-Blue Normalized Difference Vegetation Index
GCC : Green Chromatic Coordinate
GDVI : Generalized Difference Vegetation Index
GEMI : Global Environment Monitoring Index
GLI : Green Leaf Index
GM1 : Gitelson and Merzlyak Index 1
GM2 : Gitelson and Merzlyak Index 2
GNDVI : Green Normalized Difference Vegetation Index
GOSAVI : Green Optimized Soil Adjusted Vegetation Index
GRNDVI : Green-Red Normalized Difference Vegetation Index
GRVI : Green Ratio Vegetation Index
GSAVI : Green Soil Adjusted Vegetation Index
GVMI : Global Vegetation Moisture Index
IAVI : New Atmospherically Resistant Vegetation Index
IKAW : Kawashima Index
IPVI : Infrared Percentage Vegetation Index
IRECI : Inverted Red-Edge Chlorophyll Index
MCARI : Modified Chlorophyll Absorption in Reflectance Index
MCARI1 : Modified Chlorophyll Absorption in Reflectance Index 1
MCARI2 : Modified Chlorophyll Absorption in Reflectance Index 2
MCARI705 : Modified Chlorophyll Absorption in Reflectance Index (705 and 750 nm)
MCARIOSAVI : MCARI/OSAVI Ratio
MCARIOSAVI705 : MCARI/OSAVI Ratio (705 and 750 nm)
MGRVI : Modified Green Red Vegetation Index
MNDVI : Modified Normalized Difference Vegetation Index
MNLI : Modified Non-Linear Vegetation Index
MRBVI : Modified Red Blue Vegetation Index
MSAVI : Modified Soil-Adjusted Vegetation Index
MSI : Moisture Stress Index
MSR : Modified Simple Ratio
MSR705 : Modified Simple Ratio (705 and 750 nm)
MTCI : MERIS Terrestrial Chlorophyll Index
MTVI1 : Modified Triangular Vegetation Index 1
MTVI2 : Modified Triangular Vegetation Index 2
mND705 : Modified Normalized Difference (705, 750 and 445 nm)
mSR705 : Modified Simple Ratio (705 and 445 nm)
ND705 : Normalized Difference (705 and 750 nm)
NDDI : Normalized Difference Drought Index
NDGI : Normalized Difference Greenness Index
NDII : Normalized Difference Infrared Index
NDMI : Normalized Difference Moisture Index
NDPI : Normalized Difference Phenology Index
NDREI : Normalized Difference Red Edge Index
NDVI : Normalized Difference Vegetation Index
NDVI705 : Normalized Difference Vegetation Index (705 and 750 nm)
NDYI : Normalized Difference Yellowness Index
NGRDI : Normalized Green Red Difference Index
NIRv : Near-Infrared Reflectance of Vegetation
NIRvH2 : Hyperspectral Near-Infrared Reflectance of Vegetation
NIRvP : Near-Infrared Reflectance of Vegetation and Incoming PAR
NLI : Non-Linear Vegetation Index
NMDI : Normalized Multi-band Drought Index
NRFIg : Normalized Rapeseed Flowering Index Green
NRFIr : Normalized Rapeseed Flowering Index Red
NormG : Normalized Green
NormNIR : Normalized NIR
NormR : Normalized Red
OCVI : Optimized Chlorophyll Vegetation Index
OSAVI : Optimized Soil-Adjusted Vegetation Index
PSRI : Plant Senescing Reflectance Index
RCC : Red Chromatic Coordinate
RDVI : Renormalized Difference Vegetation Index
REDSI : Red-Edge Disease Stress Index
RENDVI : Red Edge Normalized Difference Vegetation Index
RGBVI : Red Green Blue Vegetation Index
RGRI : Red-Green Ratio Index
RI : Redness Index
RVI : Ratio Vegetation Index
S2REP : Sentinel-2 Red-Edge Position
SARVI : Soil Adjusted and Atmospherically Resistant Vegetation Index
SAVI : Soil-Adjusted Vegetation Index
SAVI2 : Soil-Adjusted Vegetation Index 2
SEVI : Shadow-Eliminated Vegetation Index
SI : Shadow Index
SIPI : Structure Insensitive Pigment Index
SLAVI : Specific Leaf Area Vegetation Index
SR : Simple Ratio
SR2 : Simple Ratio (800 and 550 nm)
SR3 : Simple Ratio (860, 550 and 708 nm)
SR555 : Simple Ratio (555 and 750 nm)
SR705 : Simple Ratio (705 and 750 nm)
SeLI : Sentinel-2 LAI Green Index
sNIRvLSWI : SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI
sNIRvNDPI : SWIR-enhanced Near-Infrared Reflectance of Vegetation for NDPI
sNIRvNDVILSWIP : SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Product
sNIRvNDVILSWIS : SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Sum
sNIRvSWIR : SWIR-enhanced Near-Infrared Reflectance of Vegetation
TCARI : Transformed Chlorophyll Absorption in Reflectance Index
TCARIOSAVI : TCARI/OSAVI Ratio
TCARIOSAVI705 : TCARI/OSAVI Ratio (705 and 750 nm)
TCI : Triangular Chlorophyll Index
TDVI : Transformed Difference Vegetation Index
TGI : Triangular Greenness Index
TRRVI : Transformed Red Range Vegetation Index
TSAVI : Transformed Soil-Adjusted Vegetation Index
TTVI : Transformed Triangular Vegetation Index
TVI : Transformed Vegetation Index
TriVI : Triangular Vegetation Index
VARI : Visible Atmospherically Resistant Index
VARI700 : Visible Atmospherically Resistant Index (700 nm)
VI700 : Vegetation Index (700 nm)
VIG : Vegetation Index Green
WDRVI : Wide Dynamic Range Vegetation Index
WDVI : Weighted Difference Vegetation Index

Spectral Indices by Application Domain / Water
ANDWI : Augmented Normalized Difference Water Index
AWEInsh : Automated Water Extraction Index
AWEIsh : Automated Water Extraction Index with Shadows Elimination
FAI : Floating Algae Index
LSWI : Land Surface Water Index
MBWI : Multi-Band Water Index
MLSWI26 : Modified Land Surface Water Index (MODIS Bands 2 and 6)
MLSWI27 : Modified Land Surface Water Index (MODIS Bands 2 and 7)
MNDWI : Modified Normalized Difference Water Index
MuWIR : Revised Multi-Spectral Water Index
NDCI : Normalized Difference Chlorophyll Index
NDPonI : Normalized Difference Pond Index
NDTI : Normalized Difference Turbidity Index
NDVIMNDWI : NDVI-MNDWI Model
NDWI : Normalized Difference Water Index
NDWIns : Normalized Difference Water Index with no Snow Cover and Glaciers
NWI : New Water Index
OSI : Oil Spill Index
PI : Plastic Index
RNDVI : Reversed Normalized Difference Vegetation Index
S2WI : Sentinel-2 Water Index
SWM : Sentinel Water Mask
TWI : Triangle Water Index
WI1 : Water Index 1
WI2 : Water Index 2
WI2015 : Water Index 2015
WRI : Water Ratio Index

Spectral Indices by Application Domain / Burn
BAI : Burned Area Index
BAIM : Burned Area Index adapted to MODIS
BAIS2 : Burned Area Index for Sentinel 2
CSI : Char Soil Index
CSIT : Char Soil Index Thermal
MIRBI : Mid-Infrared Burn Index
NBR : Normalized Burn Ratio
NBR2 : Normalized Burn Ratio 2
NBRSWIR : Normalized Burn Ratio SWIR
NBRT1 : Normalized Burn Ratio Thermal 1
NBRT2 : Normalized Burn Ratio Thermal 2
NBRT3 : Normalized Burn Ratio Thermal 3
NBRplus : Normalized Burn Ratio Plus
NDSWIR : Normalized Difference SWIR
NDVIT : Normalized Difference Vegetation Index Thermal
NSTv1 : NIR-SWIR-Temperature Version 1
NSTv2 : NIR-SWIR-Temperature Version 2
SAVIT : Soil-Adjusted Vegetation Index Thermal
VI6T : VI6T Index

Spectral Indices by Application Domain / Snow
NBSIMS : Non-Binary Snow Index for Multi-Component Surfaces
NDGlaI : Normalized Difference Glacier Index
NDSI : Normalized Difference Snow Index
NDSII : Normalized Difference Snow Ice Index
NDSInw : Normalized Difference Snow Index with no Water
NDSaII : Normalized Difference Snow and Ice Index
S3 : S3 Snow Index
SWI : Snow Water Index

Spectral Indices by Application Domain / Urban
BLFEI : Built-Up Land Features Extraction Index
BRBA : Band Ratio for Built-up Area
DBI : Dry Built-Up Index
EBBI : Enhanced Built-Up and Bareness Index
IBI : Index-Based Built-Up Index
NBAI : Normalized Built-up Area Index
NBUI : New Built-Up Index
NDBI : Normalized Difference Built-Up Index
NDISIb : Normalized Difference Impervious Surface Index Blue
NDISIg : Normalized Difference Impervious Surface Index Green
NDISImndwi : Normalized Difference Impervious Surface Index with MNDWI
NDISIndwi : Normalized Difference Impervious Surface Index with NDWI
NDISIr : Normalized Difference Impervious Surface Index Red
NHFD : Non-Homogeneous Feature Difference
PISI : Perpendicular Impervious Surface Index
UI : Urban Index
VIBI : Vegetation Index Built-up Index
VgNIRBI : Visible Green-Based Built-Up Index
VrNIRBI : Visible Red-Based Built-Up Index

Spectral Indices by Application Domain / Soil
BI : Bare Soil Index
BITM : Landsat TM-based Brightness Index
BIXS : SPOT HRV XS-based Brightness Index
BaI : Bareness Index
DBSI : Dry Bareness Index
EMBI : Enhanced Modified Bare Soil Index
MBI : Modified Bare Soil Index
NBLI : Normalized Difference Bare Land Index
NBLIOLI : Normalized Difference Bare Land Index for Landsat-OLI
NDBaI : Normalized Difference Bareness Index
NDSIWV : WorldView Normalized Difference Soil Index
NDSoI : Normalized Difference Soil Index
NSDS : Normalized Shortwave Infrared Difference Soil-Moisture
NSDSI1 : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 1
NSDSI2 : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 2
NSDSI3 : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 3
RI4XS : SPOT HRV XS-based Redness Index 4

Spectral Indices by Application Domain / Kernel
kEVI : Kernel Enhanced Vegetation Index
kIPVI : Kernel Infrared Percentage Vegetation Index
kNDVI : Kernel Normalized Difference Vegetation Index
kRVI : Kernel Ratio Vegetation Index
kVARI : Kernel Visible Atmospherically Resistant Index

Spectral Indices by Application Domain / Radar
DPDD : Dual-Pol Diagonal Distance
DpRVIHH : Dual-Polarized Radar Vegetation Index HH
DpRVIVV : Dual-Polarized Radar Vegetation Index VV
NDPolI : Normalized Difference Polarization Index
QpRVI : Quad-Polarized Radar Vegetation Index
RFDI : Radar Forest Degradation Index
VDDPI : Vertical Dual De-Polarization Index
VHVVD : VH-VV Difference
VHVVP : VH-VV Product
VHVVR : VH-VV Ratio
VVVHD : VV-VH Difference
VVVHR : VV-VH Ratio
VVVHS : VV-VH Sum

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Credits
César Aybar : The formidable expert and creator of

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